This paper is in the following e-collection/theme issue:

RCTs - Protocols/Proposals (eHealth) (680) Wearable Devices and Sensors (1162) Digital Biomarkers and Digital Phenotyping (296) Fitness Trackers and Smart Pedometers/Accelerometers (678) Applications of AI (299)

Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/76415, first published .
Personalized Machine Learning Intervention to Improve Sleep Quality Using Wearable Technology in Healthy Middle-Aged Adults From Mexico City: Protocol for a Pilot Randomized Controlled Trial

Personalized Machine Learning Intervention to Improve Sleep Quality Using Wearable Technology in Healthy Middle-Aged Adults From Mexico City: Protocol for a Pilot Randomized Controlled Trial

Personalized Machine Learning Intervention to Improve Sleep Quality Using Wearable Technology in Healthy Middle-Aged Adults From Mexico City: Protocol for a Pilot Randomized Controlled Trial

Authors of this article:

Rodrigo Quezada Reyes1 Author Orcid Image ;   Luis A Trejo1 Author Orcid Image
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